Lixin Fan

211 papers A* 25A 7B 13C 2Misc 5Journal 124Unranked 32
YearRankTypeTitle / Venue / Authors
2026 J jnl
Decoding metabolic reprogramming heterogeneity across bladder cancer stages using single-cell and spatial multi-omics approaches.
Comput. Methods Programs Biomed.
Jiang Zhao, Jingwei Zhao, Wei Huang, Weijie Lin, Kuangzheng Jie, Zihang Wu, Benyi Li, Lixin Fan, Xiangwei Wang
2026 J jnl
Disentangling data distribution for optimal and communication-efficient federated learning.
Artif. Intell.
Xinyuan Zhao, Hanlin Gu, Lixin Fan, Yuxing Han, Qiang Yang
2026 J jnl
FedACE: A Federated Adaptive Components Exfoliation method for medical image segmentation in non-IID scenarios.
Expert Syst. Appl.
Sheng Liang, Songwen Pei, Chunhua Gu, Liu Yang, Zelei Liu, Lixin Fan, Xin Yang
2026 J jnl
FedGRPO: Privately Optimizing Foundation Models with Group-Relative Rewards from Domain Client.
CoRR
Gongxi Zhu, Hanlin Gu, Lixin Fan, Qiang Yang, Yuxing Han
2026 A* conf
FedGRPO: Privately Optimizing Foundation Models with Group-Relative Rewards from Domain Clients.
AAAI
Gongxi Zhu, Hanlin Gu, Lixin Fan, Qiang Yang, Yuxing Han
2026 J jnl
FedPRS: A Privacy-preserving Representation Synthesis Framework for Federated Contribution Evaluation.
ACM Trans. Intell. Syst. Technol.
Yuwei Fan, Yuan Yao, Wei Xi, Quan Zhao, Zelei Liu, Lixin Fan, Qiang Yang, Jian Jin
2026 J jnl
General Backdoor-Resilient Federated Learning via Multi-Armed Bandit-Based Knowledge Distillation.
IEEE Trans. Inf. Forensics Secur.
Senmao Qi, Hao Ma, Yifei Zou, Peng Li, Hanlin Gu, Zhenzhen Xie, Lixin Fan, Xiuzhen Cheng, Dongxiao Yu
2025 J jnl
A Hybrid Self-Supervised Learning Framework for Vertical Federated Learning.
IEEE Trans. Big Data
Yuanqin He, Yan Kang, Xinyuan Zhao, Jiahuan Luo, Lixin Fan, Yuxing Han, Qiang Yang
2025 J jnl
A Theoretical Analysis of Efficiency Constrained Utility-Privacy Bi-Objective Optimization in Federated Learning.
IEEE Trans. Big Data
Hanlin Gu, Xinyuan Zhao, Gongxi Zhu, Yuxing Han, Yan Kang, Lixin Fan, Qiang Yang
2025 B conf
Domain-Adaptation Network for Knowledge Transfer in SOFC Operational Mode Identification Under Extreme Distribution Shifts.
SMC
Jingjing Wang, Lixin Fan, Shuyu Zhang, Jingang Lai, Zhonghua Deng, Yuanwu Xu, Xi Li
2025 — conf
FedCoT: Federated Chain-of-Thought Distillation for Large Language Models.
EMNLP (Findings)
Tao Fan, Weijing Chen, Yan Kang, Guoqiang Ma, Hanlin Gu, Yuanfeng Song, Lixin Fan, Qiang Yang
2025 A* conf
FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning.
CVPR
Gongxi Zhu, Donghao Li, Hanlin Gu, Yuan Yao, Lixin Fan, Yuxing Han
2025 B conf
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models.
COLING
Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang
2025 J jnl
FedPN: Lightweight Privacy-Preserving Federated Learning With Hardness of Learning Periodic Neurons.
IEEE Trans. Inf. Forensics Secur.
Wenyuan Yang, Hongjian Xing, Zhun Zhang, Hanlin Gu, Lixin Fan, Xiaochun Cao
2025 J jnl
FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model.
IEEE Trans. Dependable Secur. Comput.
Shuo Shao, Wenyuan Yang, Hanlin Gu, Zhan Qin, Lixin Fan, Qiang Yang, Kui Ren
2025 J jnl
Grounding Foundation Models through Federated Transfer Learning: A General Framework.
ACM Trans. Intell. Syst. Technol.
Yan Kang, Tao Fan, Hanlin Gu, Xiaojin Zhang, Lixin Fan, Qiang Yang
2025 J jnl
Guest Editorial: Special Issue on Trustworthy Federated Learning.
IEEE Trans. Neural Networks Learn. Syst.
Qiang Yang, Han Yu, Sin G. Teo, Bo Li, Guodong Long, Chao Jin, Lixin Fan, Yang Liu, Le Zhang
2025 A* conf
Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor.
CVPR
Hao Yu, Xin Yang, Le Zhang, Hanlin Gu, Tianrui Li, Lixin Fan, Qiang Yang
2025 A* conf
Interactive Search with Reinforcement Learning.
ICDE
Weicheng Wang, Victor Junqiu Wei, Min Xie, Di Jiang, Lixin Fan, Haijun Yang
2025 J jnl
Large-Small Model Collaborative Framework for Federated Continual Learning.
CoRR
Hao Yu, Xin Yang, Boyang Fan, Xuemei Cao, Hanlin Gu, Lixin Fan, Qiang Yang
2025 J jnl
Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs.
Trans. Mach. Learn. Res.
Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li
2025 A* conf
Model-based Large Language Model Customization as Service.
EMNLP
Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang
2025 J jnl
No free lunch theorem for privacy-preserving LLM inference.
Artif. Intell.
Xiaojin Zhang, Yahao Pang, Yan Kang, Wei Chen, Lixin Fan, Hai Jin, Qiang Yang
2025 J jnl
Order-Level Attention Similarity Across Language Models: A Latent Commonality.
CoRR
Jinglin Liang, Jin Zhong, Shuangping Huang, Yunqing Hu, Huiyuan Zhang, Huifang Li, Lixin Fan, Hanlin Gu
2025 J jnl
Ownership Verification for Federated Recommendation.
ACM Trans. Inf. Syst.
Enyue Yang, Weike Pan, Lixin Fan, Hanlin Gu, Zhitao Li, Qiang Yang, Zhong Ming
2025 A* conf
PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation.
EMNLP
Tao Fan, Guoqiang Ma, Yuanfeng Song, Lixin Fan, Qiang Yang
2025 J jnl
PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation.
CoRR
Tao Fan, Guoqiang Ma, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang
2025 J jnl
Temporal Gradient Inversion Attacks With Robust Optimization.
IEEE Trans. Dependable Secur. Comput.
Bowen Li, Hanlin Gu, Ruoxin Chen, Jie Li, Chentao Wu, Na Ruan, Xueming Si, Lixin Fan
2025 J jnl
Ten Challenging Problems in Federated Foundation Models.
CoRR
Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, WinKent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu, Wei Xi, Mingcong Xu, He Yang, Xin Yang, Jiangpeng Yan, Hao Yu, Han Yu, Teng Zhang, Yifei Zhang, Xiaojin Zhang, Zhenzhe Zheng, Lixin Fan, Qiang Yang
2025 J jnl
Ten Challenging Problems in Federated Foundation Models.
IEEE Trans. Knowl. Data Eng.
Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, WinKent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu, Wei Xi, Mingcong Xu, He Yang, Xin Yang, Jiangpeng Yan, Hao Yu, Han Yu, Teng Zhang, Yifei Zhang, Xiaojin Zhang, Zhenzhe Zheng, Lixin Fan, Qiang Yang
2025 J jnl
Top Ten Challenges Towards Agentic Neural Graph Databases.
CoRR
Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song
2025 J jnl
Top Ten Challenges Towards Agentic Neural Graph Databases.
IEEE Data Eng. Bull.
Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song
2025 J jnl
Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly.
CoRR
Zhaomin Wu, Zhen Qin, Junyi Hou, Haodong Zhao, Qinbin Li, Bingsheng He, Lixin Fan
2024 J jnl
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models.
J. Comput. Sci. Technol.
Yuanfeng Song, Yuanqin He, Xuefang Zhao, Hanlin Gu, Di Jiang, Haijun Yang, Lixin Fan
2024 J jnl
A Game-theoretic Framework for Privacy-preserving Federated Learning.
ACM Trans. Intell. Syst. Technol.
Xiaojin Zhang, Lixin Fan, Siwei Wang, Wenjie Li, Kai Chen, Qiang Yang
2024 J jnl
A Meta-Learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning.
ACM Trans. Intell. Syst. Technol.
Xiaojin Zhang, Yan Kang, Lixin Fan, Kai Chen, Qiang Yang
2024 J jnl
A Survey on Contribution Evaluation in Vertical Federated Learning.
CoRR
Yue Cui, Chung-ju Huang, Yuzhu Zhang, Leye Wang, Lixin Fan, Xiaofang Zhou, Qiang Yang
2024 J jnl
A few-shot Label Unlearning in Vertical Federated Learning.
CoRR
Hanlin Gu, Hong Xi Tae, Chee Seng Chan, Lixin Fan
2024 J jnl
Accelerating Vertical Federated Learning.
IEEE Trans. Big Data
Dongqi Cai, Tao Fan, Yan Kang, Lixin Fan, Mengwei Xu, Shangguang Wang, Qiang Yang
2024 J jnl
Addressing Spatial-Temporal Data Heterogeneity in Federated Continual Learning via Tail Anchor.
CoRR
Hao Yu, Xin Yang, Le Zhang, Hanlin Gu, Tianrui Li, Lixin Fan, Qiang Yang
2024 A conf
Byzantine Robust Aggregation in Federated Distillation with Adversaries.
ICDCS
Wenrui Li, Hanlin Gu, Sheng Wan, Zhirong Luan, Wei Xi, Lixin Fan, Qiang Yang, Badong Chen
2024 A* conf
Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning.
AAAI
Dashan Gao, Sheng Wan, Lixin Fan, Xin Yao, Qiang Yang
2024 — conf
Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning.
ECCV (30)
Jinglin Liang, Jin Zhong, Hanlin Gu, Zhongqi Lu, Xingxing Tang, Gang Dai, Shuangping Huang, Lixin Fan, Qiang Yang
2024 J jnl
Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning.
CoRR
Jinglin Liang, Jin Zhong, Hanlin Gu, Zhongqi Lu, Xingxing Tang, Gang Dai, Shuangping Huang, Lixin Fan, Qiang Yang
2024 J jnl
Disentangling data distribution for Federated Learning.
CoRR
Xinyuan Zhao, Hanlin Gu, Lixin Fan, Qiang Yang, Yuxing Han
2024 J jnl
Evaluating Membership Inference Attacks and Defenses in Federated Learning.
CoRR
Gongxi Zhu, Donghao Li, Hanlin Gu, Yuxing Han, Yuan Yao, Lixin Fan, Qiang Yang
2024 J jnl
FedAdOb: Privacy-Preserving Federated Deep Learning with Adaptive Obfuscation.
CoRR
Hanlin Gu, Jiahuan Luo, Yan Kang, Yuan Yao, Gongxi Zhu, Bowen Li, Lixin Fan, Qiang Yang
2024 J jnl
FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning.
CoRR
Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li
2024 J jnl
FedCoLLM: A Parameter-Efficient Federated Co-tuning Framework for Large and Small Language Models.
CoRR
Tao Fan, Yan Kang, Guoqiang Ma, Lixin Fan, Kai Chen, Qiang Yang
2024 J jnl
FedCut: A Spectral Analysis Framework for Reliable Detection of Byzantine Colluders.
IEEE Trans. Pattern Anal. Mach. Intell.
Hanlin Gu, Lixin Fan, Xingxing Tang, Qiang Yang
2024 J jnl
FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom.
CoRR
Yuanqin He, Yan Kang, Lixin Fan, Qiang Yang
2024 J jnl
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models.
CoRR
Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang
2024 J jnl
Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data.
CoRR
Haoran Li, Xinyuan Zhao, Dadi Guo, Hanlin Gu, Ziqian Zeng, Yuxing Han, Yangqiu Song, Lixin Fan, Qiang Yang
2024 A* conf
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity.
NeurIPS
Hanlin Gu, WinKent Ong, Chee Seng Chan, Lixin Fan
2024 J jnl
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity.
CoRR
Hanlin Gu, WinKent Ong, Chee Seng Chan, Lixin Fan
2024 J jnl
Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning.
CoRR
Yan Kang, Ziyao Ren, Lixin Fan, Linghua Yang, Yongxin Tong, Qiang Yang
2024 — conf
Label Privacy Source Coding in Vertical Federated Learning.
ECML/PKDD (1)
Dashan Gao, Sheng Wan, Hanlin Gu, Lixin Fan, Xin Yao, Qiang Yang
2024 A* conf
Model Trip: Enhancing Privacy and Fairness in Model Fusion Across Multi-Federations for Trustworthy Global Healthcare.
ICDE
Qian Chen, Yiqiang Chen, Bingjie Yan, Xinlong Jiang, Xiaojin Zhang, Yan Kang, Teng Zhang, Wuliang Huang, Chenlong Gao, Lixin Fan, Qiang Yang
2024 J jnl
Model-Based Differentially Private Knowledge Transfer for Large Language Models.
CoRR
Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang
2024 J jnl
No Free Lunch Theorem for Privacy-Preserving LLM Inference.
CoRR
Xiaojin Zhang, Yulin Fei, Yan Kang, Wei Chen, Lixin Fan, Hai Jin, Qiang Yang
2024 J jnl
Optimizing Privacy, Utility, and Efficiency in a Constrained Multi-Objective Federated Learning Framework.
ACM Trans. Intell. Syst. Technol.
Yan Kang, Hanlin Gu, Xingxing Tang, Yuanqin He, Yuzhu Zhang, Jinnan He, Yuxing Han, Lixin Fan, Kai Chen, Qiang Yang
2024 J jnl
PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models.
CoRR
Tao Fan, Yan Kang, Weijing Chen, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang
2024 J jnl
Reconstructing Close Human Interactions from Multiple Views.
CoRR
Qing Shuai, Zhiyuan Yu, Zhize Zhou, Lixin Fan, Haijun Yang, Can Yang, Xiaowei Zhou
2024 — conf
SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree.
PAKDD (3)
Tao Fan, Weijing Chen, Guoqiang Ma, Yan Kang, Lixin Fan, Qiang Yang
2024 A* conf
Unlearning during Learning: An Efficient Federated Machine Unlearning Method.
IJCAI
Hanlin Gu, Gongxi Zhu, Jie Zhang, Xinyuan Zhao, Yuxing Han, Lixin Fan, Qiang Yang
2024 J jnl
Unlearning during Learning: An Efficient Federated Machine Unlearning Method.
CoRR
Hanlin Gu, Gongxi Zhu, Jie Zhang, Xinyuan Zhao, Yuxing Han, Lixin Fan, Qiang Yang
2023 J jnl
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models.
CoRR
Yuanfeng Song, Yuanqin He, Xuefang Zhao, Hanlin Gu, Di Jiang, Haijun Yang, Lixin Fan, Qiang Yang
2023 J jnl
A Game-theoretic Framework for Federated Learning.
CoRR
Xiaojin Zhang, Lixin Fan, Siwei Wang, Wenjie Li, Kai Chen, Qiang Yang
2023 J jnl
A Meta-learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning.
CoRR
Xiaojin Zhang, Yan Kang, Lixin Fan, Kai Chen, Qiang Yang
2023 J jnl
A Theoretical Analysis of Efficiency Constrained Utility-Privacy Bi-Objective Optimization in Federated Learning.
CoRR
Hanlin Gu, Xinyuan Zhao, Yuxing Han, Yan Kang, Lixin Fan, Qiang Yang
2023 — conf
Achieving Provable Byzantine Fault-tolerance in a Semi-honest Federated Learning Setting.
PAKDD (2)
Xingxing Tang, Hanlin Gu, Lixin Fan, Qiang Yang
2023 A* conf
Distribution-Regularized Federated Learning on Non-IID Data.
ICDE
Yansheng Wang, Yongxin Tong, Zimu Zhou, Ruisheng Zhang, Sinno Jialin Pan, Lixin Fan, Qiang Yang
2023 J jnl
FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models.
CoRR
Tao Fan, Yan Kang, Guoqiang Ma, Weijing Chen, Wenbin Wei, Lixin Fan, Qiang Yang
2023 J jnl
FedIPR: Ownership Verification for Federated Deep Neural Network Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Bowen Li, Lixin Fan, Hanlin Gu, Jie Li, Qiang Yang
2023 A* conf
FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation.
IJCAI
Hanlin Gu, Jiahuan Luo, Yan Kang, Lixin Fan, Qiang Yang
2023 J jnl
FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation.
CoRR
Hanlin Gu, Jiahuan Luo, Yan Kang, Lixin Fan, Qiang Yang
2023 J jnl
FedSOV: Federated Model Secure Ownership Verification with Unforgeable Signature.
CoRR
Wenyuan Yang, Gongxi Zhu, Yuguo Yin, Hanlin Gu, Lixin Fan, Qiang Yang, Xiaochun Cao
2023 J jnl
FedZKP: Federated Model Ownership Verification with Zero-knowledge Proof.
CoRR
Wenyuan Yang, Yuguo Yin, Gongxi Zhu, Hanlin Gu, Lixin Fan, Xiaochun Cao, Qiang Yang
2023 J jnl
Federated Learning with Privacy-preserving and Model IP-right-protection.
Int. J. Autom. Comput.
Qiang Yang, Anbu Huang, Lixin Fan, Chee Seng Chan, Jian Han Lim, Kam Woh Ng, Ding Sheng Ong, Bowen Li
2023 J jnl
Grounding Foundation Models through Federated Transfer Learning: A General Framework.
CoRR
Yan Kang, Tao Fan, Hanlin Gu, Lixin Fan, Qiang Yang
2023 A* conf
Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd.
ICDE
Haodi Zhang, Wenxi Huang, Zhenhan Su, Junyang Chen, Di Jiang, Lixin Fan, Chen Zhang, Defu Lian, Kaishun Wu
2023 — conf
Learning Adapters for Text-Guided Portrait Stylization with Pretrained Diffusion Models.
PRCV (1)
Mintu Yang, Xianxu Hou, Hao Li, Linlin Shen, Lixin Fan
2023 — conf
MaskDiffuse: Text-Guided Face Mask Removal Based on Diffusion Models.
PRCV (6)
Jingxia Lu, Xianxu Hou, Hao Li, Zhibin Peng, Linlin Shen, Lixin Fan
2023 J jnl
No Free Lunch Theorem for Security and Utility in Federated Learning.
ACM Trans. Intell. Syst. Technol.
Xiaojin Zhang, Hanlin Gu, Lixin Fan, Kai Chen, Qiang Yang
2023 J jnl
Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning.
CoRR
Yan Kang, Hanlin Gu, Xingxing Tang, Yuanqin He, Yuzhu Zhang, Jinnan He, Yuxing Han, Lixin Fan, Kai Chen, Qiang Yang
2023 J jnl
Probably Approximately Correct Federated Learning.
CoRR
Xiaojin Zhang, Anbu Huang, Lixin Fan, Kai Chen, Qiang Yang
2023 J jnl
Reconstructing Close Human Interactions from Multiple Views.
ACM Trans. Graph.
Qing Shuai, Zhiyuan Yu, Zhize Zhou, Lixin Fan, Haijun Yang, Can Yang, Xiaowei Zhou
2023 J jnl
Scalable Identity-Oriented Speech Retrieval.
IEEE Trans. Knowl. Data Eng.
Chaotao Chen, Di Jiang, Jinhua Peng, Rongzhong Lian, Yawen Li, Chen Jason Zhang, Lei Chen, Lixin Fan
2023 J jnl
SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning.
CoRR
Ziyao Ren, Yan Kang, Lixin Fan, Linghua Yang, Tao Fan, Yongxin Tong, Qiang Yang
2023 J jnl
Temporal Gradient Inversion Attacks with Robust Optimization.
CoRR
Bowen Li, Hanlin Gu, Ruoxin Chen, Jie Li, Chentao Wu, Na Ruan, Xueming Si, Lixin Fan
2023 J jnl
Trading Off Privacy, Utility, and Efficiency in Federated Learning.
ACM Trans. Intell. Syst. Technol.
Xiaojin Zhang, Yan Kang, Kai Chen, Lixin Fan, Qiang Yang
2023 — ed.
Trustworthy Federated Learning - First International Workshop, FL 2022, Held in Conjunction with IJCAI 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers
FL@IJCAI
Randy Goebel, Han Yu, Boi Faltings, Lixin Fan, Zehui Xiong
2022 J jnl
A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning.
CoRR
Yan Kang, Jiahuan Luo, Yuanqin He, Xiaojin Zhang, Lixin Fan, Qiang Yang
2022 J jnl
A Hybrid Self-Supervised Learning Framework for Vertical Federated Learning.
CoRR
Yuanqin He, Yan Kang, Jiahuan Luo, Lixin Fan, Qiang Yang
2022 J jnl
Accelerating Vertical Federated Learning.
CoRR
Dongqi Cai, Tao Fan, Yan Kang, Lixin Fan, Mengwei Xu, Shangguang Wang, Qiang Yang
2022 J jnl
Customized Federated Learning for Multi-Source Decentralized Medical Image Classification.
IEEE J. Biomed. Health Informatics
Jeffry Wicaksana, Zengqiang Yan, Xin Yang, Yang Liu, Lixin Fan, Kwang-Ting Cheng
2022 J jnl
DeepIPR: Deep Neural Network Ownership Verification With Passports.
IEEE Trans. Pattern Anal. Mach. Intell.
Lixin Fan, Kam Woh Ng, Chee Seng Chan, Qiang Yang
2022 J jnl
FadMan: Federated Anomaly Detection across Multiple Attributed Networks.
CoRR
Nannan Wu, Ning Zhang, Wenjun Wang, Lixin Fan, Qiang Yang
2022 A* conf
FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning.
IJCAI
Yuezhou Wu, Yan Kang, Jiahuan Luo, Yuanqin He, Lixin Fan, Rong Pan, Qiang Yang
2022 J jnl
FedCut: A Spectral Analysis Framework for Reliable Detection of Byzantine Colluders.
CoRR
Hanlin Gu, Lixin Fan, Xingxing Tang, Qiang Yang
2022 J jnl
FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model.
CoRR
Shuo Shao, Wenyuan Yang, Hanlin Gu, Jian Lou, Zhan Qin, Lixin Fan, Qiang Yang, Kui Ren
2022 J jnl
Federated Learning with Quantum Secure Aggregation.
CoRR
Yichi Zhang, Chao Zhang, Cai Zhang, Lixin Fan, Bei Zeng, Qiang Yang
2022 J jnl
Intrinsic Performance Influence-based Participant Contribution Estimation for Horizontal Federated Learning.
ACM Trans. Intell. Syst. Technol.
Lin Zhang, Lixin Fan, Yong Luo, Ling-Yu Duan
2022 B conf
Knowledge-Enhanced Learning for KG Embedding.
ICPADS
Haodi Zhang, Zhao Chen, Jinyin Nie, Di Jiang, Lixin Fan, Kaishun Wu
2022 J jnl
No Free Lunch Theorem for Security and Utility in Federated Learning.
CoRR
Xiaojin Zhang, Hanlin Gu, Lixin Fan, Kai Chen, Qiang Yang
2022 J jnl
Protect, show, attend and tell: Empowering image captioning models with ownership protection.
Pattern Recognit.
Jian Han Lim, Chee Seng Chan, Kam Woh Ng, Lixin Fan, Qiang Yang
2022 J jnl
Trading Off Privacy, Utility and Efficiency in Federated Learning.
CoRR
Xiaojin Zhang, Yan Kang, Kai Chen, Lixin Fan, Qiang Yang
2022 — conf
You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas.
NAACL-HLT
Haoran Li, Yangqiu Song, Lixin Fan
2022 J jnl
You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas.
CoRR
Haoran Li, Yangqiu Song, Lixin Fan
2021 A* conf
A Health-friendly Speaker Verification System Supporting Mask Wearing.
AAAI
Chaotao Chen, Di Jiang, Jinhua Peng, Rongzhong Lian, Chen Jason Zhang, Qian Xu, Lixin Fan, Qiang Yang
2021 J jnl
Fast black-box quantum state preparation based on linear combination of unitaries.
Quantum Inf. Process.
Shengbin Wang, Zhimin Wang, Guolong Cui, Shangshang Shi, Ruimin Shang, Lixin Fan, Wendong Li, Zhiqiang Wei, Yongjian Gu
2021 J jnl
FedIPR: Ownership Verification for Federated Deep Neural Network Models.
CoRR
Lixin Fan, Bowen Li, Hanlin Gu, Jie Li, Qiang Yang
2021 J jnl
Federated Deep Learning with Bayesian Privacy.
CoRR
Hanlin Gu, Lixin Fan, Bowen Li, Yan Kang, Yuan Yao, Qiang Yang
2021 — conf
ICDAR 2021 Competition on Integrated Circuit Text Spotting and Aesthetic Assessment.
ICDAR (4)
Chun Chet Ng, Akmalul Khairi Bin Nazaruddin, Yeong Khang Lee, Xinyu Wang, Yuliang Liu, Chee Seng Chan, Lianwen Jin, Yipeng Sun, Lixin Fan
2021 J jnl
ICDAR 2021 Competition on Integrated Circuit Text Spotting and Aesthetic Assessment.
CoRR
Chun Chet Ng, Akmalul Khairi Bin Nazaruddin, Yeong Khang Lee, Xinyu Wang, Yuliang Liu, Chee Seng Chan, Lianwen Jin, Yipeng Sun, Lixin Fan
2021 A* conf
L2RS: A Learning-to-Rescore Mechanism for Hybrid Speech Recognition.
ACM Multimedia
Yuanfeng Song, Di Jiang, Xuefang Zhao, Qian Xu, Raymond Chi-Wing Wong, Lixin Fan, Qiang Yang
2021 J jnl
Proceedings of ICML 2021 Workshop on Theoretic Foundation, Criticism, and Application Trend of Explainable AI.
CoRR
Quanshi Zhang, Tian Han, Lixin Fan, Zhanxing Zhu, Hang Su, Ying Nian Wu, Jie Ren, Hao Zhang
2021 A* conf
Protecting Intellectual Property of Generative Adversarial Networks From Ambiguity Attacks.
CVPR
Ding Sheng Ong, Chee Seng Chan, Kam Woh Ng, Lixin Fan, Qiang Yang
2021 J jnl
Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attack.
CoRR
Ding Sheng Ong, Chee Seng Chan, Kam Woh Ng, Lixin Fan, Qiang Yang
2021 J jnl
Ternary Hashing.
CoRR
Chang Liu, Lixin Fan, Kam Woh Ng, Yilun Jin, Ce Ju, Tianyu Zhang, Chee Seng Chan, Qiang Yang
2020 A* conf
Deep Polarized Network for Supervised Learning of Accurate Binary Hashing Codes.
IJCAI
Lixin Fan, Kam Woh Ng, Ce Ju, Tianyu Zhang, Chee Seng Chan
2020 J jnl
Editorial: Special Issue on Compact Deep Neural Networks With Industrial Applications.
IEEE J. Sel. Top. Signal Process.
Lixin Fan, Diana Marculescu, Werner Bailer, Yurong Chen
2020 — book
Federated Learning - Privacy and Incentive
Federated Learning
Qiang Yang, Lixin Fan, Han Yu
2020 — conf
Interpreting and Evaluating Black Box Models in a Customizable Way.
IEEE BigData
Lixin Fan, Chang Liu, Yuhao Zhou, Tianyu Zhang, Qiang Yang
2020 A* conf
MaraVis: Representation and Coordinated Intervention of Medical Encounters in Urban Marathon.
CHI
Quan Li, Huanbin Lin, Xiguang Wei, Yangkun Huang, Lixin Fan, Jian Du, Xiaojuan Ma, Tianjian Chen
2020 J jnl
Protect, Show, Attend and Tell: Image Captioning Model with Ownership Protection.
CoRR
Jian Han Lim, Chee Seng Chan, Kam Woh Ng, Lixin Fan, Qiang Yang
2020 J jnl
Quantum circuits design for evaluating transcendental functions based on a function-value binary expansion method.
Quantum Inf. Process.
Shengbin Wang, Zhimin Wang, Wendong Li, Lixin Fan, Guolong Cui, Zhiqiang Wei, Yongjian Gu
2020 J jnl
Quantum fast Poisson solver: the algorithm and complete and modular circuit design.
Quantum Inf. Process.
Shengbin Wang, Zhimin Wang, Wendong Li, Lixin Fan, Zhiqiang Wei, Yongjian Gu
2020 J jnl
Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks.
CoRR
Lixin Fan, Kam Woh Ng, Ce Ju, Tianyu Zhang, Chang Liu, Chee Seng Chan, Qiang Yang
2020 — ch.
Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks.
Federated Learning
Lixin Fan, Kam Woh Ng, Ce Ju, Tianyu Zhang, Chang Liu, Chee Seng Chan, Qiang Yang
2020 J jnl
Rethinking Uncertainty in Deep Learning: Whether and How it Improves Robustness.
CoRR
Yilun Jin, Lixin Fan, Kam Woh Ng, Ce Ju, Qiang Yang
2019 J jnl
A Universal Logic Operator for Interpretable Deep Convolution Networks.
CoRR
Kam Woh Ng, Lixin Fan, Chee Seng Chan
2019 J jnl
Digital Passport: A Novel Technological Strategy for Intellectual Property Protection of Convolutional Neural Networks.
CoRR
Lixin Fan, Kam Woh Ng, Chee Seng Chan
2019 A conf
Fast Registration for Cross-Source Point Clouds by using Weak Regional Affinity and Pixel-Wise Refinement.
ICME
Xiaoshui Huang, Lixin Fan, Qiang Wu, Jian Zhang, Chun Yuan
2019 J jnl
Fast Registration for cross-source point clouds by using weak regional affinity and pixel-wise refinement.
CoRR
Xiaoshui Huang, Lixin Fan, Qiang Wu, Jian Zhang, Chun Yuan
2019 J jnl
L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition.
CoRR
Yuanfeng Song, Di Jiang, Xuefang Zhao, Qian Xu, Raymond Chi-Wing Wong, Lixin Fan, Qiang Yang
2019 J jnl
Proceedings of AAAI 2019 Workshop on Network Interpretability for Deep Learning.
CoRR
Quanshi Zhang, Lixin Fan, Bolei Zhou
2019 A* conf
Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks.
NeurIPS
Lixin Fan, Kam Woh Ng, Chee Seng Chan
2019 J jnl
Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks.
CoRR
Lixin Fan, Kam Woh Ng, Chee Seng Chan
2019 — conf
Simultaneously Learning Architectures and Features of Deep Neural Networks.
ICANN (2)
Tinghuai Wang, Lixin Fan, Huiling Wang
2019 J jnl
Simultaneously Learning Architectures and Features of Deep Neural Networks.
CoRR
Tinghuai Wang, Lixin Fan, Huiling Wang
2018 J jnl
A Coarse-to-Fine Algorithm for Matching and Registration in 3D Cross-Source Point Clouds.
IEEE Trans. Circuits Syst. Video Technol.
Xiaoshui Huang, Jian Zhang, Qiang Wu, Lixin Fan, Chun Yuan
2018 J jnl
A Theoretical Investigation of Graph Degree as an Unsupervised Normality Measure.
CoRR
Çaglar Aytekin, Francesco Cricri, Lixin Fan, Emre Aksu
2018 B conf
Automatic Feature Extraction for Wide-angle and Fish-eye Camera Calibration.
ICPR
Peter Fasogbon, Lixin Fan
2018 B conf
Deep Epitome for Unravelling Generalized Hamming Network.
ICPR
Lixin Fan
2018 B conf
Depth Masked Discriminative Correlation Filter.
ICPR
Ugur Kart, Joni-Kristian Kamarainen, Jiri Matas, Lixin Fan, Francesco Cricri
2018 J jnl
Depth Masked Discriminative Correlation Filter.
CoRR
Ugur Kart, Joni-Kristian Kämäräinen, Jiri Matas, Lixin Fan, Francesco Cricri
2018 — conf
Evaluation of Visual Object Trackers on Equirectangular Panorama.
VISIGRAPP (5: VISAPP)
Ugur Kart, Joni-Kristian Kämäräinen, Lixin Fan, Moncef Gabbouj
2018 B conf
Generic calibration of cameras with non-parallel optical elements.
ICPR
Peter Fasogbon, Lixin Fan
2018 C conf
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels.
MMSP
Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Lixin Fan, Emre Aksu
2018 B conf
Object Detection in Equirectangular Panorama.
ICPR
Wenyan Yang, Yanlin Qian, Joni-Kristian Kamarainen, Francesco Cricri, Lixin Fan
2018 J jnl
Object Detection in Equirectangular Panorama.
CoRR
Wenyan Yang, Yanlin Qian, Francesco Cricri, Lixin Fan, Joni-Kristian Kamarainen
2017 J jnl
A Systematic Approach for Cross-Source Point Cloud Registration by Preserving Macro and Micro Structures.
IEEE Trans. Image Process.
Xiaoshui Huang, Jian Zhang, Lixin Fan, Qiang Wu, Chun Yuan
2017 J jnl
Deep Epitome for Unravelling Generalized Hamming Network: A Fuzzy Logic Interpretation of Deep Learning.
CoRR
Lixin Fan
2017 J jnl
Happy Travelers Take Big Pictures: A Psychological Study with Machine Learning and Big Data.
CoRR
Xuefeng Liang, Lixin Fan, Yuen Peng Loh, Yang Liu, Song Tong
2017 J jnl
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels.
CoRR
Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Lixin Fan, Emre Aksu
2017 J jnl
Real-time SLAM relocalization with online learning of binary feature indexing.
Mach. Vis. Appl.
Youji Feng, Yihong Wu, Lixin Fan
2017 — conf
Revisit Fuzzy Neural Network: Demystifying Batch Normalization and ReLU with Generalized Hamming Network.
NIPS
Lixin Fan
2017 J jnl
Revisit Fuzzy Neural Network: Demystifying Batch Normalization and ReLU with Generalized Hamming Network.
CoRR
Lixin Fan
2017 J jnl
Urban 3D segmentation and modelling from street view images and LiDAR point clouds.
Mach. Vis. Appl.
Pouria Babahajiani, Lixin Fan, Joni-Kristian Kämäräinen, Moncef Gabbouj
2016 Misc conf
A Coarse-to-Fine Algorithm for Registration in 3D Street-View Cross-Source Point Clouds.
DICTA
Xiaoshui Huang, Jian Zhang, Qiang Wu, Lixin Fan, Chun Yuan
2016 J jnl
A Systematic Approach for Cross-source Point Cloud Registration by Preserving Macro and Micro Structures.
CoRR
Xiaoshui Huang, Jian Zhang, Lixin Fan, Qiang Wu, Chun Yuan
2016 J jnl
A coarse-to-fine algorithm for registration in 3D street-view cross-source point clouds.
CoRR
Xiaoshui Huang, Jian Zhang, Qiang Wu, Lixin Fan, Chun Yuan
2016 A* conf
Accurate Robust and Efficient Error Estimation for Decision Trees.
ICML
Lixin Fan
2016 — conf
Comprehensive Automated 3D Urban Environment Modelling Using Terrestrial Laser Scanning Point Cloud.
CVPR Workshops
Pouria Babahajiani, Lixin Fan, Joni-Kristian Kamarainen, Moncef Gabbouj
2016 J jnl
Fast Localization in Large-Scale Environments Using Supervised Indexing of Binary Features.
IEEE Trans. Image Process.
Youji Feng, Lixin Fan, Yihong Wu
2016 — conf
Global Scale Integral Volumes.
ECCV Workshops (1)
Sounak Bhattacharya, Lixin Fan, Pouria Babahajiani, Moncef Gabbouj
2016 — conf
Real Time Complete Dense Depth Reconstruction for a Monocular Camera.
CVPR Workshops
Xiaoshui Huang, Lixin Fan, Jian Zhang, Qiang Wu, Chun Yuan
2016 J jnl
Weighted fuzzy track association method based on Dempster-Shafer theory in distributed sensor networks.
Int. J. Distributed Sens. Networks
Lixin Fan, En Fan, Changhong Yuan, Keli Hu
2015 J jnl
A weakly supervised geodesic level set framework for interactive image segmentation.
Neurocomputing
Tinghuai Wang, Huiling Wang, Lixin Fan
2015 — conf
Automated super-voxel based features classification of urban environments by integrating 3D point cloud and image content.
ICSIPA
Pouria Babahajiani, Lixin Fan, Joni-Kristian Kamarainen, Moncef Gabbouj
2015 Misc conf
Dense Correspondence Using Non-Local DAISY Forest.
DICTA
Xiaoshui Huang, Jian Zhang, Qiang Wu, Chun Yuan, Lixin Fan
2015 A conf
Robust interactive image segmentation with weak supervision for mobile touch screen devices.
ICME
Tinghuai Wang, Huiling Wang, Lixin Fan
2015 J jnl
Using the Similarity Measure between Intuitionistic Fuzzy Sets for the Application on Pattern Recognitions.
Int. J. Cogn. Informatics Nat. Intell.
Lixin Fan
2014 B conf
A 3D map augmented photo gallery application on mobile device.
ICIP
Junsheng Fu, Lixin Fan, Kimmo Roimela, Yu You, Ville-Veikko Mattila
2014 A conf
Efficient pose tracking on mobile phones with 3D points grouping.
ICME
Juan Lei, Zhenhua Wang, Yihong Wu, Lixin Fan
2014 — conf
Object Recognition in 3D Point Cloud of Urban Street Scene.
ACCV Workshops (1)
Pouria Babahajiani, Lixin Fan, Moncef Gabbouj
2014 — conf
Online Learning of Binary Feature Indexing for Real-Time SLAM Relocalization.
ACCV Workshops (1)
Youji Feng, Yihong Wu, Lixin Fan
2014 C conf
Simple Octree Solution for Multi-resolution LiDAR Processing and Visualisation.
CIT
Yu You, Lixin Fan, Kimmo Roimela, Ville-Veikko Mattila
2014 B conf
Street view cross-sourced point cloud matching and registration.
ICIP
Furong Peng, Qiang Wu, Lixin Fan, Jian Zhang, Yu You, Jianfeng Lu, Jing-Yu Yang
2013 A* conf
Augmented and interactive video playback based on global camera pose.
ACM Multimedia
Junsheng Fu, Lixin Fan, Yu You, Kimmo Roimela
2013 — conf
Finger Tracking for Gestural Interaction in Mobile Devices.
SCIA
Matti Matilainen, Jari Hannuksela, Lixin Fan
2013 — conf
In-Situ Web Mashup and Hypermedia Support for Mobile Vision-Based AR Applications.
GreenCom/iThings/CPScom
Yu You, Lixin Fan, Ville-Veikko Mattila, Alain Boyer, Tuomas Kantonen
2013 — conf
Semantic Parsing of Street Scene Images Using 3D LiDAR Point Cloud.
ICCV Workshops
Pouria Babahajiani, Lixin Fan, Moncef Gabbouj
2013 A* conf
Supervised Binary Hash Code Learning with Jensen Shannon Divergence.
ICCV
Lixin Fan
2012 — conf
Head-tracking virtual 3-D display for mobile devices.
CVPR Workshops
Miguel Bordallo López, Jari Hannuksela, Olli Silvén, Lixin Fan
2012 A conf
On-line Object Reconstruction and Tracking for 3D Interaction.
ICME
Youji Feng, Yihong Wu, Lixin Fan
2011 Misc conf
A Feature-Based Object Tracking Method Using Online Template Switching and Feature Adaptation.
ICIG
Lixin Fan
2011 Misc conf
Graph Partition Based Bundle Adjustment for Structured Dataset.
ICIG
Yuanfan Xie, Lixin Fan, Yihong Wu
2011 — conf
Real-time object tracking on mobile phones.
ACPR
Juan Lei, Youji Feng, Lixin Fan, Yihong Wu
2010 B conf
A feature-based object tracking approach for realtime image processing on mobile devices.
ICIP
Lixin Fan, Mikko Riihimaki, Iivari Kunttu
2010 B conf
Animation pyramid for efficient image database browsing.
ICIP
Lixin Fan
2010 B conf
PCA-based structure refinement for reconstruction of urban scene.
ICIP
Qinxun Bai, Yihong Wu, Lixin Fan
2009 — conf
Adaptive Sample Consensus for Efficient Random Optimization.
ISVC (2)
Lixin Fan, Timo Pylvänäinen
2009 — conf
Efficient Random Sampling for Nonrigid Feature Matching.
ISVC (1)
Lixin Fan, Timo Pylvänäinen
2009 — conf
Revisiting the P
ISVC (1)
Timo Pylvänäinen, Lixin Fan, Vincent Lepetit
2008 — conf
Robust Scale Estimation from Ensemble Inlier Sets for Random Sample Consensus Methods.
ECCV (3)
Lixin Fan, Timo Pylvänäinen
2007 J jnl
An efficient parallel algorithm for hexagonal-based fractal image compression.
Int. J. Comput. Math.
Ghim Hwee Ong, Lixin Fan
2007 — conf
Hill Climbing Algorithm for Random Sample Consensus Methods.
ISVC (1)
Timo Pylvänäinen, Lixin Fan
2005 J jnl
Color reconstruction in digital cameras: optimization for document images.
Int. J. Document Anal. Recognit.
Christopher R. Dance, Lixin Fan
2004 Misc conf
Intra-class variation, affine transformation and background clutter: towards robust image matching.
ICIG
Lixin Fan
2003 — conf
A diffusion process for wavelet-transform-based image denoising and its application to document image binarization.
ICIP (3)
Lixin Fan, Liying Fan, Chew Lim Tan
2003 J jnl
Adaptive image-smoothing using a coplanar matrix and its application to document image binarization.
Int. J. Document Anal. Recognit.
Lixin Fan, Liying Fan, Chew Lim Tan
2003 J jnl
Model-based varying pose face detection and facial feature registration in colour images.
Pattern Recognit. Lett.
Lixin Fan, Kah Kay Sung
2003 J jnl
Pedestrian registration in static images with unconstrained background.
Pattern Recognit.
Lixin Fan, Kah Kay Sung, Teck Khim Ng
2003 A conf
Wavelet Diffusion for Document Image Denoising.
ICDAR
Lixin Fan, Liying Fan, Chew Lim Tan
2002 — conf
Adaptive image restoration using structure tensors.
ICIP (1)
Lixin Fan, Liying Fan, Chew Lim Tan
2001 A conf
Binarizing Document Image Using Coplanar Prefilter.
ICDAR
Liying Fan, Lixin Fan, Chew Lim Tan
2001 — conf
Edge-preserving prefiltering for document image binarization.
ICIP (1)
Liying Fan, Chew Lim Tan, Lixin Fan
2000 A* conf
A Combined Feature-Texture Similarity Measure for Face Alignment under.
CVPR
Lixin Fan, Kah Kay Sung
2000 A* conf
Model-based varying pose face detection and facial feature registration in video images.
ACM Multimedia
Lixin Fan, Kah Kay Sung